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ml-explore/mlx

MLX is a machine learning array framework for Apple silicon with Python, C++, and Swift APIs.

24.2K
Active
C++
Inference
LLM Frameworks
Apple Silicon
#ml-framework#apple-silicon#array-computing

PaddlePaddle/Paddle

PaddlePaddle is a deep learning framework for industrial-scale ML, offering distributed training, model deployment, and Python/C++ support.

23.7K
Active
C++
ML Ops
PaddlePaddle
#deep-learning#distributed-training#machine-learning

lukasmasuch/best-of-ml-python

Curated list of top machine learning Python libraries, updated weekly with quality scores.

23.3K
Active
RAG & Vector
Awesome Lists
#machine-learning#python#awesome-list

MLEveryday/100-Days-Of-ML-Code

机器学习100天学习计划，涵盖有监督和无监督学习算法

22.2K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#machine-learning#deep-learning#jupyter-notebook

harvard-edge/cs249r_book

ML Systems textbook and hands-on learning stack for building real-world AI systems

22.1K
Active
JavaScript
Books & Guides
ML Ops
#machine-learning-systems#ai-engineering#ml-ops

mlc-ai/mlc-llm

High-performance LLM deployment engine for cross-platform AI model execution

22.1K
Active
Python
Inference
MCP Frameworks
TVM
#llm-compilation#cross-platform-inference#mlc-engine

PrefectHQ/prefect

Workflow orchestration for resilient data pipelines in Python

21.8K
Active
Python
ETL & Pipelines
CI/CD
Python
#data-pipelines#orchestration#workflow-automation

huggingface/datasets

AI-powered dataset management and preprocessing library for ML projects

21.2K
Active
Python
ML Ops
ETL & Pipelines
HuggingFace
#datasets#ml-ops#data-preprocessing

onnx/onnx

Open standard for ML interoperability and model exchange

20.4K
Active
Python
Inference
#onnx#machine-learning#ai

EthicalML/awesome-production-machine-learning

Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production

20.2K
Active
ML Ops
#machine-learning#mlops#ai

huggingface/candle

Minimalist ML framework for Rust with GPU support

19.6K
Active
Rust
LLM Frameworks
CLI Tools
Rust
#rust#ml#gpu

microsoft/onnxruntime

High-performance ML inferencing and training accelerator

19.5K
Active
C++
Inference
ML Ops
PyTorch
#ai-framework#deep-learning#machine-learning

afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning course

19.3K
Archived
Cheatsheets
#cheatsheet#cs229#machine-learning

Unity-Technologies/ml-agents

An open-source toolkit for training intelligent agents using deep reinforcement learning and imitation learning in Unity games and simulations.

19.2K
Active
C#
Agents & Orchestration
Unity3D
#deep-learning#deep-reinforcement-learning#machine-learning

tensorflow/tfjs

A WebGL-accelerated JavaScript library for training and deploying ML models in the browser.

19.1K
Active
TypeScript
ML Ops
JavaScript
#deep-learning#neural-network#gpu-acceleration

nndl/nndl.github.io

Online book on neural networks and deep learning, a popular resource for AI and ML developers.

18.7K
Archived
HTML
LLM Frameworks
#neural-networks#deep-learning#machine-learning

comet-ml/opik

A comprehensive library for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows.

18.0K
Active
Python
LLM Frameworks
Python
#llm-evaluation#llm-observability#llm-monitoring

apple/ml-stable-diffusion

Stable Diffusion model for generating images on Apple Silicon devices using Core ML.

17.8K
Experimental
Python
Inference
Python
#stable-diffusion#computer-vision#image-generation

NLP-LOVE/ML-NLP

A repository of machine learning and NLP knowledge, providing code implementations for common concepts.

17.5K
Active
Jupyter Notebook
Jupyter Notebook
#NLP#Machine Learning#Deep Learning

stas00/ml-engineering

An open-source machine learning engineering reference with resources for training, deploying, and scaling AI models.

17.3K
Active
Python
LLM Frameworks
PyTorch
#machine-learning#deployment#scalability
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